Pinned Repositories
Active-Client-Selection-for-Communication-efficient-Federated-Learning
Active Client Selection for Federated Learning
AFLDDPG
AGOD
AI-generated Optimization Decision
Algorithm-for-DT-MEC-network-resource-allocation
ANS
Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning
Asynchronous-DRL-based-Multi-Hop-Task-Offloading-in-RSU-assisted-IoV-Networks
awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
awesome-federated-learning
resources about federated learning and privacy in machine learning
MURIM
Multidimensional Reputation-based Incentive Mechanism for Federated Learning
ZhaochengNiu's Repositories
ZhaochengNiu/Asynchronous-DRL-based-Multi-Hop-Task-Offloading-in-RSU-assisted-IoV-Networks
ZhaochengNiu/awesome-federated-learning
resources about federated learning and privacy in machine learning
ZhaochengNiu/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
ZhaochengNiu/Computition-Offloading-and-Resource-Allocation-with-PPO
This project utilizes deep reinforcement learning methods for computation offloading and resource allocation in edge computing systems.
ZhaochengNiu/data-centric-federated-learning
Enhancing Efficiency in Multidevice Federated Learning through Data Selection
ZhaochengNiu/DROO
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
ZhaochengNiu/DSAM-DRL-EUA
ZhaochengNiu/EAFL
Energy-Aware Federated Learning
ZhaochengNiu/FedAECS
Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing
ZhaochengNiu/FedCompass
[ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler
ZhaochengNiu/federated-learning
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
ZhaochengNiu/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
ZhaochengNiu/Federated-Learning-PyTorch-baselines
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification.
ZhaochengNiu/FedFed
[NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"
ZhaochengNiu/FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
ZhaochengNiu/FL-DLT3
Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT
ZhaochengNiu/flower-client-selection
Implementing custom client selection metrics using Flower library for federated learning.
ZhaochengNiu/Harris-Hawks-Optimization-HHO---Python-Code
Harris Hawks Optimization (HHO) - Python Code
ZhaochengNiu/LyDROO
Lyapunov-guided Deep Reinforcement Learning for Stable Online Computation Offloading in Mobile-Edge Computing Networks
ZhaochengNiu/MADDPG
Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships
ZhaochengNiu/Multi-Agent-Reinforcement-Learning
PyTorch implementations of MADDPG, MAPPO (coming)
ZhaochengNiu/NLDDPG_DQN
A repo about "Deep_reinforcement _learning_based_offloading_decision_algorithm_for_vehicular_edge_computing"
ZhaochengNiu/PARL
A high-performance distributed training framework for Reinforcement Learning
ZhaochengNiu/Partial-Computation-Offloading-For-MEC
基于深度强化学习的部分计算任务卸载延迟优化
ZhaochengNiu/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
ZhaochengNiu/PyFlexe
Flexe - The open source federated learning for vehicular network simulation framework.
ZhaochengNiu/Swarm-intelligence-optimization-algorithm
种群算法复现(swarm-algorithm)，包括乌鸦搜索(Crow Search Algorithm, CSA)、樽海鞘群算法(Salp Swarm Algorithm, SSA)、缎蓝园丁鸟优化算法(Satin Bowerbird Optimizer, SBO)、麻雀搜索算法(Sparrow Search Algorithm, SSA)、 狼群搜索算法(2007WPS, 2013WPA)、正余弦优化算法(Sine Cosine Algorithm, CSA）、烟花算法(Fireworks Algorithm, FA)
ZhaochengNiu/UAV-offloading-with-QMIX
UAV offloading based on QMIX
ZhaochengNiu/xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
ZhaochengNiu/yolov7-tiny-pytorch
这是一个yolov7-tiny-pytorch的源码，可以用于训练自己的模型。